Finger Knuckle Print Based Biometric Identification of A Person Using LBP And Bernoulli Classifier

Soni M. Rathod , Dr. Shubhangi D. Sapkal , Dr.Ratnadeep R. Deshmukh

finger knuckle print, LBP, Bernoulli classifier, biometric identifier, feature extraction, classification, feature matching

Many of the few biometric measures built up, the finger knuckle surface is turning into a famous selection of specialists because of its normal simplicity of reproducibility and confirmation. For any reason for individual distinguishing proof or wrong doing examination, finger knuckles surface shouldn’t be an intentionally displayed, they get uncovered normally. Explicit lines, wrinkles, folds and surface example on the finger knuckle surfaces can be utilized as viable biometric measure individually or in blend with different biometrics. This paper proposes the improvement of a finger knuckle based biometric ID framework. The framework joins Local Binary Pattern (LBP) for feature extraction after pre-processing and upgrading information picture removed from knuckle surface from picture. Furthermore the framework utilizes Bernoulli classifier as a coordinating classifier for individual identification. Neighborhood Binary Pattern is tried, additionally different parameters are removed from the preparation and t

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"Finger Knuckle Print Based Biometric Identification of A Person Using LBP And Bernoulli Classifier", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.4, Issue 10, page no.17 - 22, October-2019, Available :https://ijsdr.org/papers/IJSDR1910004.pdf

Volume 4 Issue 10, October-2019

Pages : 17 - 22

Paper Reg. ID: IJSDR_191025

Published Paper Id: IJSDR1910004

Downloads: 000347189

Research Area: Engineering

Country: Aurangabad, Maharashtra, India

Published Paper PDF: https://ijsdr.org/papers/IJSDR1910004

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR1910004

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJSDR(IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition